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v0.2.0-beta — Ghost-job detection preview

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@LXBStudioLLC LXBStudioLLC released this 08 Jun 18:02
ef2f3c5

This is a pre-release preview of Envoy's new ghost-job detection framework.

What's new:

  • Extensible signal framework for scoring job-posting risk (Deterministic / Probabilistic / Weak tiers)
  • GhostScorer aggregator with transparent evidence (score + confidence + human-readable reasons)
  • Reference signal: ATS cross-check against public Greenhouse and Lever APIs
  • 6 additional signal lanes are open as signal: issues for contributors — PERM filings, duplicate JD detection, posting age, repost frequency, hiring freeze, and scam patterns

What's unchanged:

  • The apply flow remains a human-gated copilot — Envoy prepares your application, but you review and submit. No autonomous batch-apply loop. No CAPTCHA solving.
  • Reads public, sanctioned data only (company ATS feeds, government datasets, the posting already in front of you). No scraping behind authentication. No LinkedIn scraping.

Build details:

  • Signed Windows x64 build (both portable ZIP and installer)
  • Authenticode signature: LXB Studio LLC
  • .NET 8 self-contained single-file executable

This is an early preview for testers. 6 of 7 signals are currently stubs — the framework is real, the ATS cross-check is real, and community signals are welcome.